Standard environments
From$20,000per environment
A ready-made world that shares one state, action, reward and replay interface with the rest of the library.
- Verifier and invariant list
- The adversarial round it failed, and the fix
- Validation report
Pricing
Choose the environments, depth, and access your work demands.
Complex simulations
From$300,000per build
A custom world scoped from the failure modes a diagnostic pass surfaces, built on the systems your work actually runs on.
- Kernel and verifier built as one system
- Evaluation split held out from anything published
- Option for partner labs to train first and settle against demonstrated gains
Exclusive licensing
4–5×the non-exclusive price
Sole access to an environment and to the outcome data it generates, for as long as the licence runs.
- No other lab trains on the same world
- Outcome data stays yours
- Continuous re-testing of new model versions
Indicative product-plan pricing in USD. Scope, availability, and deliverables are subject to agreement.
Every engagement includes
Instance generation
Parameterised task scenarios and reproducible random seeds.
Invariant documentation
Rule names, business rationale, and verification scope.
Adversarial test report
Attack strategies, run results, and verifier changes.
Baseline evaluation
Agreed models, task splits, and evaluation configurations.